Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "130" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 251 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 231 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_25834/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.350937 | 15.687643 | -0.678079 | 80.831757 | -0.866509 | 26.245360 | -1.146905 | 30.746237 | 0.7368 | 0.0890 | 0.4604 | 10.107954 | 8.399325 |
| 2459593 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.129575 | 17.366346 | 0.020241 | 86.092627 | 0.137077 | 37.480518 | 0.000496 | 12.742583 | 0.6645 | 0.0768 | 0.3976 | 5.756819 | 5.596047 |
| 2459592 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.610738 | 1.615711 | 0.043028 | 7.684125 | -0.852316 | 3.102892 | -1.889772 | 1.475583 | 0.0332 | 0.0683 | 0.0027 | nan | nan |
| 2459591 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.742883 | 20.392616 | 0.097038 | 99.942324 | -0.489209 | 32.221039 | -0.332720 | 4.803185 | 0.6036 | 0.0643 | 0.4058 | 4.695718 | 1.253918 |
| 2459590 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.251244 | 24.301735 | -0.048100 | 93.061559 | -0.719749 | 34.491732 | -0.527133 | 8.097387 | 0.6076 | 0.0713 | 0.4119 | 6.871985 | 8.397931 |
| 2459589 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.555667 | 21.943266 | -0.452474 | 86.250882 | -0.691845 | 21.756138 | -0.744486 | 17.903480 | 0.6502 | 0.0740 | 0.4123 | 6.232542 | 6.735432 |
| 2459588 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 229.000034 | 228.713872 | inf | inf | 23.410214 | 26.984858 | 18.656415 | 16.690062 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | digital_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -0.702843 | 21.710774 | 0.826022 | 140.774625 | 0.665629 | 10.341638 | 3.612048 | 20.611297 | nan | nan | nan | 9.356484 | 6.402657 |
| 2459586 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.373789 | 19.579675 | -0.840708 | 32.433246 | -0.333942 | 11.212307 | 0.190182 | 9.499871 | 0.6137 | 0.0679 | 0.3994 | 3.848199 | 1.412482 |
| 2459585 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.058058 | 26.044483 | -0.758546 | 11.002379 | 0.256555 | 10.103551 | -0.541975 | 6.927673 | 0.0335 | 0.0703 | 0.0022 | 0.000000 | 0.000000 |
| 2459584 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.477122 | 24.926693 | -0.812692 | 116.024335 | -0.372304 | 17.455857 | 0.277686 | 9.486508 | 0.5610 | 0.0480 | 0.3839 | 9.036227 | 11.763598 |
| 2459583 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.340195 | 19.053667 | -0.923144 | 35.731392 | -1.086360 | 23.094470 | 0.133125 | 0.614625 | 0.6119 | 0.0592 | 0.4342 | 4.352240 | 4.193508 |
| 2459582 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.501695 | 16.504441 | -0.778100 | 32.438462 | -0.785389 | 28.057047 | 0.090401 | 0.747178 | 0.6187 | 0.0558 | 0.4347 | 4.468745 | 4.548756 |
| 2459581 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.717806 | 23.029687 | -0.750234 | 36.595200 | -0.679849 | 22.644445 | -0.536819 | 0.889040 | 0.6152 | 0.0604 | 0.4275 | 4.160206 | 5.852823 |
| 2459580 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.528030 | 17.406640 | -0.821565 | 37.486997 | -0.990850 | 23.851497 | -0.728480 | 0.516353 | 0.6241 | 0.0629 | 0.4344 | 6.007236 | 5.753518 |
| 2459579 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.535863 | 17.339654 | -0.693253 | 42.591627 | -0.599580 | 26.945523 | -0.152052 | 2.247688 | 0.6193 | 0.0581 | 0.4345 | 5.369374 | 5.539059 |
| 2459578 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.299408 | 1.653612 | -0.790978 | 2.779503 | 0.011453 | 0.096117 | -0.507156 | 2.541186 | 0.0341 | 0.0930 | 0.0032 | nan | nan |
| 2459577 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.501418 | 22.408452 | -0.909695 | 34.211971 | -0.321173 | 24.576901 | -0.631903 | 0.691104 | 0.6155 | 0.0573 | 0.4418 | 5.354696 | 5.600807 |
| 2459576 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.128528 | 17.503781 | -0.622232 | 27.434726 | -0.244893 | 21.742374 | -0.268148 | 1.463409 | 0.6409 | 0.0633 | 0.4233 | 5.743707 | 5.936673 |
| 2459575 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.430912 | 17.931208 | -0.919192 | 27.260859 | -1.115670 | 16.707204 | -0.865479 | 5.794045 | 0.7149 | 0.0802 | 0.4617 | 6.506753 | 6.947585 |
| 2459574 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.909536 | 16.309651 | -0.837741 | 26.089174 | -0.185610 | 24.084364 | -0.645961 | 0.954171 | 0.6389 | 0.0580 | 0.4086 | 4.694545 | 5.204407 |
| 2459573 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.183340 | 16.822620 | -0.874003 | 44.903233 | -0.787264 | 27.942566 | 0.811125 | 2.034617 | 0.6370 | 0.0583 | 0.4153 | 4.987624 | 6.332223 |
| 2459572 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.576325 | 16.972019 | -0.846841 | 26.233490 | -0.439072 | 17.749418 | 0.053119 | 3.188910 | 0.6396 | 0.0611 | 0.4119 | 6.204540 | 6.320479 |
| 2459571 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.069952 | 1.324754 | -0.707504 | 2.840820 | 0.161960 | -0.076516 | -0.643139 | 2.404154 | 0.0327 | 0.0860 | 0.0027 | nan | nan |
| 2459570 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.455430 | 20.588760 | -0.794332 | 34.031167 | -0.693204 | 10.340414 | -0.531204 | 8.718399 | 0.7243 | 0.1083 | 0.4179 | 5.234750 | 5.048492 |
| 2459566 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.397871 | 16.130038 | -0.746177 | 34.029589 | -0.615227 | 21.473601 | -0.407700 | 0.215209 | 0.6365 | 0.0508 | 0.3741 | 3.901578 | 5.277784 |
| 2459565 | digital_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.525629 | 0.525629 | 0.479082 | 0.479082 | -0.763628 | -0.763628 | -0.844260 | -0.844260 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.153517 | 14.775684 | -0.517308 | 36.134671 | -0.072206 | 2.313944 | -0.026964 | 2.145698 | 0.6401 | 0.0612 | 0.4316 | 4.009346 | 3.782974 |
| 2459563 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.704484 | 16.499349 | -1.012944 | 69.016920 | -0.876723 | 22.207750 | -0.140766 | 4.942112 | 0.6428 | 0.0629 | 0.4416 | 4.518552 | 5.804087 |
| 2459562 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.714668 | 10.553514 | -0.151921 | 17.783973 | 0.132794 | 2.668969 | 0.055268 | 1.032444 | 0.6428 | 0.0609 | 0.4400 | 3.738999 | 3.646729 |
| 2459561 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.886006 | 11.204713 | -0.321342 | 16.952298 | -0.074488 | 2.904240 | 0.126745 | 1.633905 | 0.6469 | 0.0656 | 0.4611 | 3.533101 | 4.725421 |
| 2459560 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.745012 | 10.202436 | -0.130652 | 17.187823 | 0.423261 | 2.947702 | 0.182501 | 0.950039 | 0.6458 | 0.0601 | 0.4486 | 4.140916 | 4.191048 |
| 2459559 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.439917 | 13.255879 | -0.253824 | 18.854878 | 0.188137 | 3.272143 | 0.090120 | 1.341377 | 0.6451 | 0.0644 | 0.4313 | 3.518421 | 3.466680 |
| 2459558 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.292546 | 17.190811 | -0.627910 | 36.093387 | -0.915542 | 23.061368 | 1.697970 | 2.143473 | 0.6489 | 0.0611 | 0.4369 | 6.461823 | 5.878817 |
| 2459557 | digital_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0348 | 0.0856 | 0.0032 | nan | nan |
| 2459556 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.230769 | 17.743397 | -0.674687 | 39.059121 | -0.113968 | 20.801651 | 2.350010 | 4.190243 | 0.6370 | 0.0630 | 0.4453 | 6.488011 | 4.693200 |
| 2459554 | digital_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6481 | 0.0583 | 0.4384 | nan | nan |
| 2459553 | digital_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6442 | 0.0630 | 0.4422 | nan | nan |
| 2459552 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.175419 | 21.188071 | -0.948517 | 51.482871 | -0.008119 | 31.885379 | -0.635789 | 3.474530 | 0.6507 | 0.0568 | 0.4425 | 7.790762 | 8.718910 |
| 2459551 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.909668 | 10.288259 | -0.258381 | 20.895677 | 0.484917 | 4.098841 | 0.269539 | 1.507970 | 0.6409 | 0.0612 | 0.4280 | 3.850843 | 4.319432 |
| 2459550 | digital_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0324 | 0.0587 | 0.0026 | nan | nan |
| 2459549 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.353029 | 15.563461 | -0.988822 | 38.902653 | -0.683145 | 22.719133 | -0.006823 | 1.711444 | 0.6450 | 0.0582 | 0.4429 | 3.745592 | 5.655915 |
| 2459542 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.589770 | 22.062285 | -0.683607 | 78.819822 | -0.519727 | 1.906580 | -0.318077 | 3.418945 | 0.7147 | 0.0729 | 0.4588 | 4.034179 | 3.636261 |
| 2459541 | digital_maintenance | 100.00% | 1.34% | 100.00% | 0.00% | 100.00% | 0.00% | -1.172009 | 10.171725 | -0.870214 | 37.042063 | -0.662850 | 255.050124 | -0.902195 | 15.486367 | 0.7041 | 0.0794 | 0.4520 | 4.252230 | 5.336817 |
| 2459540 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.299136 | 15.457415 | -0.440083 | 17.958049 | 0.137227 | 5.262403 | -0.083392 | 1.105937 | 0.7135 | 0.0709 | 0.4750 | 3.756535 | 3.668227 |
| 2459536 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.621415 | 26.386019 | -0.976400 | 66.859964 | 0.762246 | 31.429891 | -0.327065 | 2.690898 | 0.0751 | 0.0387 | 0.0660 | 0.000000 | 0.000000 |
| 2459535 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.061295 | 12.493221 | -0.236746 | 16.481494 | -0.002555 | 5.789934 | 0.122011 | 0.822733 | 0.0817 | 0.0399 | 0.0624 | 41.877778 | 1.190563 |
| 2459534 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.045560 | 12.642957 | -0.223564 | 15.269397 | 0.529334 | 4.024271 | 0.223027 | 0.396355 | 0.0797 | 0.0391 | 0.0684 | 0.000000 | 0.000000 |
| 2459533 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.564186 | 18.997063 | -0.843668 | 36.564085 | -0.666025 | 20.602781 | 0.116363 | 2.389392 | 0.0733 | 0.0375 | 0.0650 | 0.000000 | 0.000000 |
| 2459532 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.853978 | 22.209017 | -0.907996 | 49.525171 | -0.658940 | 25.396225 | -0.439573 | 1.304937 | 0.0715 | 0.0384 | 0.0618 | 0.000000 | 0.000000 |
| 2459530 | digital_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.869758 | 10.982953 | -0.208273 | 15.472604 | 0.402543 | 4.222766 | 0.151840 | 1.004176 | 0.0790 | 0.0415 | 0.0697 | 18.605183 | 1.218727 |
| 2459527 | digital_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.441254 | 26.837793 | -1.013691 | 55.217917 | -0.846048 | 34.795683 | -0.642827 | 0.907721 | 0.9090 | 0.1018 | 0.6003 | 0.000000 | 0.000000 |
| 2459523 | digital_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -1.780396 | 22.229184 | -0.793634 | 52.689923 | 0.697248 | 29.960817 | 0.057065 | 2.678472 | nan | nan | nan | 10.566245 | 1.436956 |
| 2459522 | digital_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.995161 | 23.274718 | -1.081734 | 53.495881 | 2.003962 | 23.760779 | 0.468795 | 2.145368 | 0.6290 | 0.0565 | 0.4458 | 0.000000 | 0.000000 |
| 2459513 | digital_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.016003 | -0.393467 | -0.807418 | -0.931441 | 0.908429 | 3.073913 | -0.585973 | 0.985677 | 0.0329 | 0.0587 | 0.0019 | nan | nan |
| 2459508 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.048076 | 0.118997 | -1.151555 | 1.967486 | -1.052040 | 1.156727 | -0.671921 | 1.653478 | 0.9077 | 0.9573 | 0.1902 | 0.000000 | 0.000000 |
| 2459505 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.984499 | 0.977181 | -0.791115 | 2.414394 | 0.769373 | 7.600892 | 0.385992 | 32.697239 | 0.8884 | 0.8616 | 0.1995 | 14.492009 | 16.797675 |
| 2459503 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.779121 | 1.195163 | -0.907129 | 2.245121 | -0.416450 | 1.208304 | -0.468750 | 1.296664 | 0.8558 | 0.8533 | 0.4571 | 0.000000 | 0.000000 |
| 2459501 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.673294 | 1.294229 | -0.420101 | 1.562712 | -0.944459 | 0.434928 | 0.100308 | 1.094176 | 0.8509 | 0.8932 | 0.3939 | 0.000000 | 0.000000 |
| 2459500 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.245088 | 1.040626 | -0.663656 | 1.516067 | -0.181993 | 1.885047 | 2.027577 | 2.543909 | 0.8535 | 0.8863 | 0.3813 | 0.000000 | 0.000000 |
| 2459499 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.023976 | 1.815546 | -1.069771 | 2.301823 | -0.130398 | 3.506960 | 2.924168 | 4.676297 | 0.8780 | 0.9368 | 0.1793 | 0.000000 | 0.000000 |
| 2459498 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.980141 | 1.387341 | -0.775809 | 1.568028 | -0.330636 | 2.163636 | 0.235395 | 1.887496 | 0.8620 | 0.8876 | 0.4170 | 0.000000 | 0.000000 |
| 2459497 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.155203 | 1.742230 | -0.419149 | 1.321410 | -0.335730 | 3.411505 | -0.588353 | 2.012542 | 0.8833 | 0.9276 | 0.3412 | 0.000000 | 0.000000 |
| 2459496 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.367787 | 1.980165 | -0.850689 | 1.592015 | 0.014199 | 2.753281 | 1.151686 | 2.294164 | 0.8958 | 0.9066 | 0.3898 | 0.000000 | 0.000000 |
| 2459495 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.127567 | 1.407235 | -0.834091 | 1.273646 | 0.391042 | 3.177032 | 0.867068 | 2.241626 | 0.8908 | 0.9030 | 0.4296 | 0.000000 | 0.000000 |
| 2459494 | digital_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.835778 | 1.756009 | -0.790415 | 1.648576 | 0.506396 | 3.112627 | -0.008068 | 1.561756 | 0.8799 | 0.8943 | 0.4423 | 0.000000 | 0.000000 |
| 2459492 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.461679 | 2.949590 | -0.524091 | 0.250915 | 0.195191 | 0.524565 | 0.175758 | 9.093606 | 0.7463 | 0.8013 | 0.3445 | 5.155412 | 4.879535 |
| 2459491 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.365411 | 3.378391 | -0.590593 | 0.588218 | 0.263447 | 2.706858 | -0.103415 | 5.040402 | 0.7828 | 0.8159 | 0.2841 | 3.667311 | 2.759637 |
| 2459490 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.710521 | 3.358956 | -1.035143 | -0.533245 | 0.243035 | 0.215361 | 0.211686 | 9.357776 | 0.7394 | 0.7981 | 0.3922 | 5.845556 | 4.546201 |
| 2459489 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.393843 | 3.368124 | -0.811305 | 0.137842 | 0.724078 | 0.575106 | 0.080196 | 6.496077 | 0.7553 | 0.8036 | 0.3386 | 6.052866 | 4.562304 |
| 2459488 | digital_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.055733 | 2.982133 | -0.598770 | 0.427209 | 0.564458 | 2.707908 | 1.005455 | 11.553912 | 0.7553 | 0.8069 | 0.3713 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 15.510998 | 0.022036 | -0.032377 | 0.798391 | 1.184313 | 0.164721 | 1.329963 | 1.226768 | 15.510998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 9.084627 | 0.607919 | 0.403009 | 1.152639 | 1.249503 | -0.573201 | -0.053533 | 0.128587 | 9.084627 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 3.001646 | 0.244721 | -0.157631 | 0.396282 | 0.332654 | 0.249923 | 0.436775 | -0.325917 | 3.001646 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 2.243979 | 0.699349 | 0.037076 | 1.013450 | 0.921599 | -0.208922 | 0.371495 | 1.511151 | 2.243979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 7.526018 | 0.107864 | 2.027820 | 0.665597 | 1.353633 | 0.552767 | -0.528540 | 7.526018 | 0.299732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 18.784882 | -0.528944 | -0.215315 | -0.677314 | -0.612797 | 0.786754 | 0.756491 | 18.784882 | 1.279626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_ok | nn Temporal Discontinuties | 5.915123 | -0.410418 | -0.257793 | -0.597457 | -0.740896 | 1.498848 | 0.180204 | 5.915123 | 0.646197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 6.425740 | 0.120164 | -0.240764 | -0.769955 | -0.351235 | -0.371786 | 0.139970 | 1.016328 | 6.425740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 2.095856 | -0.233335 | -0.370683 | 0.333652 | -0.061571 | 0.262880 | 1.310030 | 2.095856 | 0.091382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Variability | 1.781268 | -0.070578 | -0.296510 | -0.742276 | 0.512491 | 1.781268 | 0.181675 | -0.674360 | 0.723660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 6.619849 | -0.209501 | 0.505488 | -1.440846 | -0.248502 | -0.665990 | -0.818249 | 6.619849 | 0.100799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 4.406617 | -0.747376 | 1.581225 | -0.941073 | -0.014294 | -0.602293 | -0.135366 | 4.406617 | 0.027137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Variability | 15.510889 | 1.051708 | 1.074965 | 1.071546 | 0.277166 | 15.510889 | 15.501480 | 0.702296 | 1.683418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Variability | 36.319028 | 19.867807 | 20.583489 | 10.054442 | -0.590475 | 36.319028 | 24.686047 | 2.185057 | 16.737798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 89.058110 | 8.057133 | 22.320375 | 9.148097 | 89.058110 | 14.723578 | 22.212394 | 1.537028 | 8.522676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 35.310228 | 13.204077 | 3.450142 | 35.310228 | 1.537020 | 5.095409 | 2.879095 | 5.380678 | 1.159495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 33.566588 | 3.372588 | 12.805755 | 1.190159 | 33.566588 | 2.178655 | 4.664263 | 1.520166 | 3.702644 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 58.340947 | 7.526994 | 20.501498 | 6.513754 | 58.340947 | 9.396147 | 15.367332 | -0.583303 | 4.861968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 74.153590 | 8.750657 | 23.432920 | 8.741441 | 74.153590 | 12.252995 | 19.440627 | -0.552624 | 4.144190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 82.325763 | 24.359074 | 9.091154 | 82.325763 | 9.626688 | 19.110131 | 10.350880 | 8.264498 | 0.403813 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 36.211569 | 16.794055 | 4.631485 | 36.211569 | 1.920134 | 5.827098 | 1.754023 | 5.234597 | 0.550207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 33.332597 | 4.282027 | 15.117778 | 1.568981 | 33.332597 | 1.369036 | 5.477003 | -0.668959 | 3.713524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 95.329043 | 10.851201 | 27.702796 | 11.792572 | 95.329043 | 10.070643 | 21.204528 | -1.187728 | 7.426088 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 39.698170 | 17.199115 | 5.024347 | 39.698170 | 4.380252 | 8.749121 | 0.582383 | 6.039234 | -0.032781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 2151.948889 | 70.395004 | 63.170514 | 157.236612 | 146.341394 | 198.734974 | 138.987343 | 2114.115256 | 2151.948889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 26.683083 | 10.128785 | 2.315015 | 26.683083 | 0.269718 | 3.387200 | 2.019197 | 3.156648 | 0.096261 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 40.076923 | 16.109788 | 5.355289 | 40.076923 | 3.531241 | 7.886902 | 1.763041 | 3.827736 | -0.565954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 38.066640 | 3.808037 | 11.448778 | 2.949621 | 38.066640 | 4.078800 | 6.840546 | 0.549026 | 4.396916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 36.224884 | 17.167031 | 5.818075 | 36.224884 | 3.824636 | 10.944225 | 2.840396 | 3.062765 | -1.650224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 30.918163 | 14.168407 | 4.504716 | 30.918163 | 3.148309 | 8.638110 | 1.211099 | 3.253611 | -1.601024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 38.672476 | 6.284176 | 19.497097 | 4.115823 | 38.672476 | 1.791041 | 9.645871 | -1.758448 | 4.194732 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 91.822871 | 25.413221 | 9.654677 | 91.822871 | 12.088305 | 27.804725 | 20.078143 | 3.815818 | -1.222140 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 38.354955 | 17.734645 | 5.957437 | 38.354955 | 3.697409 | 7.268606 | 0.755272 | 4.791334 | -1.487655 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Power | 48.951918 | 16.627900 | 6.023596 | 48.951918 | 6.755358 | 11.753838 | 2.720127 | 5.234329 | -2.147392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Shape | 15.061117 | 15.061117 | 7.263896 | 6.392590 | 11.794151 | -0.619201 | 5.455954 | 3.591400 | 8.379329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | Not Found | nn Temporal Discontinuties | 1380.503838 | 76.213222 | 52.837047 | 93.710381 | 70.058702 | 231.878922 | 289.194246 | 1380.503838 | 1182.506806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 1224.676301 | 65.362499 | 43.108234 | 73.094150 | 63.768640 | 87.958284 | 71.905147 | 1224.676301 | 758.028615 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 1828.859768 | 30.003928 | 34.521743 | 44.386398 | 43.898132 | 79.820242 | 72.707994 | 1828.859768 | 1531.333185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 1280.334502 | 62.149329 | 61.529716 | 272.607010 | 239.875606 | 42.442219 | 33.502148 | 1280.334502 | 805.120424 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 996.715500 | 32.403215 | 33.348734 | 60.989094 | 59.765997 | 233.356913 | 161.727846 | 996.715500 | 863.235223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 4568.018280 | 82.322324 | 99.315968 | 91.693968 | 169.033259 | 530.856570 | 2039.501451 | 1569.879013 | 4568.018280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 19.344363 | -0.161552 | 19.344363 | -0.575847 | 14.897375 | 3.676665 | 7.022094 | 0.460297 | 14.116148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 110.176600 | 0.193574 | 24.175226 | -0.311908 | 110.176600 | 2.351432 | 23.679372 | 1.133921 | 16.478443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 44.121283 | 16.394163 | -0.848204 | 44.121283 | -0.470793 | 7.207366 | -0.604987 | 10.096455 | 0.443748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 15.485336 | 15.485336 | -0.470067 | 6.794681 | -0.101638 | 2.392014 | 2.029579 | 9.631998 | -0.046270 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 13.696190 | 13.696190 | -0.423578 | 6.817376 | -0.307851 | 1.115261 | -0.061414 | 9.382925 | 0.145273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 18.051692 | 18.051692 | -0.479454 | 7.837344 | -0.202500 | 1.155743 | 0.414036 | 11.069288 | 0.139768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 85.425945 | 28.475477 | 0.305759 | 85.425945 | -0.701727 | 34.200011 | 1.235601 | 10.744815 | 0.836306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 13.677634 | -0.528445 | 13.677634 | -0.252466 | 6.936543 | -0.251760 | 1.505641 | -0.024247 | 9.585109 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 12.660704 | 12.660704 | -0.890508 | 7.448295 | -0.606680 | 5.389610 | 0.896505 | 7.065025 | -0.508462 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 10.960225 | 9.382890 | -0.667731 | 5.347356 | -0.413739 | 3.319407 | 1.695954 | 10.960225 | 0.080370 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 13.492217 | 13.492217 | -0.298089 | 6.732748 | -0.302961 | 3.545209 | 1.315883 | 11.503109 | 0.037701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 10.922821 | 10.922821 | -0.574579 | 5.892780 | -0.374514 | 2.866984 | 0.139055 | 6.418855 | -0.421246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 116.063329 | -0.643092 | 34.673835 | -0.381003 | 116.063329 | -0.582502 | 20.726081 | 1.002468 | 23.947194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Variability | 10.392336 | -0.707271 | 9.673236 | -0.442526 | 6.728313 | 2.203558 | 10.392336 | -0.572829 | 4.410198 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 11.026059 | 11.026059 | -0.622634 | 5.534356 | -0.246040 | 4.503973 | 2.335223 | 8.725973 | -0.263022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 12.657352 | -0.296767 | 12.468058 | -0.230121 | 7.764783 | 1.335156 | 10.603230 | -0.067950 | 12.657352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 12.540395 | -0.154250 | 12.540395 | -0.477964 | 5.865152 | 2.045555 | 2.194898 | -0.076211 | 12.256783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 11.884711 | -0.418286 | 11.146105 | -0.173546 | 5.581851 | 2.748465 | 5.323193 | 0.316420 | 11.884711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 109.668865 | -0.458179 | 26.344448 | -0.966073 | 109.668865 | -0.692511 | 24.272607 | 0.861784 | 21.955552 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Shape | 13.949852 | 13.949852 | -0.279228 | 6.790524 | -0.086099 | 4.119630 | 1.091462 | 10.865115 | 0.113868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 209.100125 | 24.602312 | -0.785070 | 161.816170 | -0.797630 | 72.295312 | -1.076949 | 209.100125 | 0.038153 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 3.601764 | 2.824428 | -0.083275 | 2.977607 | -0.433516 | 1.945152 | 0.011868 | 3.601764 | -0.336282 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 5.487367 | 2.529157 | 0.093046 | 3.286948 | -0.274412 | 4.439161 | 2.288529 | 5.487367 | -0.469137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 116.408213 | -0.313482 | 24.649935 | -1.143696 | 116.408213 | -0.618435 | 24.592184 | 0.649092 | 31.230672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 3.277048 | -0.147014 | 0.725859 | 1.319296 | -1.351394 | 0.548945 | -1.501085 | 3.277048 | -0.613441 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 5.146071 | 1.960595 | 0.070111 | 2.656704 | -0.255367 | 1.898394 | -0.398812 | 5.146071 | -0.473286 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 13.871485 | 12.088402 | 0.018875 | 9.197715 | -0.646275 | 2.627296 | 0.766924 | 13.871485 | -0.120337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Variability | 22.912083 | 10.713972 | 0.515709 | 12.595842 | -0.193344 | 22.912083 | 5.364950 | 11.284427 | -0.750493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 66.399119 | 0.774076 | 24.053935 | -0.952840 | 66.399119 | 2.020436 | 11.370442 | 1.347423 | 12.171906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 36.097073 | 23.358323 | 0.640791 | 36.097073 | -0.623329 | 12.292486 | 2.688588 | 9.605154 | 1.206570 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 14109.168188 | 4247.195773 | 4247.195773 | 3984.106330 | 3984.106330 | 2856.975753 | 2856.975753 | 14109.168188 | 14109.168188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Temporal Discontinuties | 3165.305230 | 791.723512 | 791.723512 | 717.275096 | 717.275096 | 794.651158 | 794.651158 | 3165.305230 | 3165.305230 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | ee Temporal Discontinuties | 1992.708203 | 676.932225 | 676.932225 | 676.581063 | 676.581063 | 612.881762 | 612.881762 | 1992.708203 | 1992.708203 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | N10 | digital_maintenance | nn Power | 74.120041 | 28.155665 | -0.348280 | 74.120041 | -1.071442 | 18.792676 | -0.860115 | 11.101001 | -0.607848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 72.409962 | 0.046233 | 18.948902 | -0.876384 | 72.409962 | 0.339638 | 15.797902 | -1.206768 | 18.727787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 38.955076 | 0.029234 | 15.787238 | -0.670263 | 38.955076 | 0.006696 | 8.012464 | -0.770097 | 10.557802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 72.961746 | -0.596308 | 19.763057 | -0.515226 | 72.961746 | 0.256718 | 12.183495 | 1.520632 | 24.891638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 53.443065 | -0.367149 | 24.073458 | -0.507727 | 53.443065 | -0.791383 | 26.770990 | 0.148203 | 12.595571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 65.082162 | 16.985196 | -0.950961 | 65.082162 | -0.756296 | 7.122223 | 3.990086 | 23.226909 | 0.246114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 48.769823 | 19.464442 | -1.078529 | 48.769823 | -0.991197 | 9.980405 | 0.932270 | 1.856739 | -0.933938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 47.688152 | 21.089411 | -1.107122 | 47.688152 | -0.948082 | 12.536214 | 0.807294 | 2.313794 | -0.846570 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 60.205902 | -1.098835 | 21.731264 | -0.864908 | 60.205902 | 0.278708 | 6.652825 | -0.820596 | 3.224244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 71.943142 | 26.479818 | -0.681728 | 71.943142 | -0.850383 | 18.736563 | 0.593568 | 10.142944 | -0.472938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 59.943016 | -0.274487 | 24.404492 | -0.800307 | 59.943016 | 2.501690 | 22.742340 | -0.446566 | 8.254801 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 83.802423 | -0.642103 | 29.483777 | -0.541860 | 83.802423 | -1.045093 | 29.926709 | -0.505668 | 10.841191 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 63.204219 | 28.712638 | -0.676962 | 63.204219 | -0.479219 | 36.049181 | -1.147047 | 13.828714 | -0.084551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 85.797578 | -0.747364 | 23.870587 | -0.543216 | 85.797578 | -0.864559 | 31.597545 | -0.984263 | 33.633225 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Power | 64.587577 | -0.971431 | 25.743585 | -0.515345 | 64.587577 | -0.902971 | 18.516997 | 0.292022 | 20.480213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | 10 | digital_maintenance | nn Temporal Discontinuties | 8.273151 | -1.220834 | 0.054277 | -0.486954 | -0.215702 | 0.960639 | 3.260619 | -0.164397 | 8.273151 |